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CLRS.Helper vs 数据结构与算法使用状況と統計
Refer to The third edition of the book, covering content:
2. Getting Started: Insertion sort, Merge sort;
4. Divide-and-Conquer: Maximum-subarray, Matrix Multiplication[normal, recursive, Strassen’s algorithm];
6. Heapsort: Heapsort[max-heap, min-heap];
7. Quicksort: Quicksort;
8. Sorting in Linear Time: Counting sort;
12. Binary Search Trees: Binary search tree[Inorder Walk, Search Recursive, Search Iterative, Minimum Iterative, Maximum Iterative, Successor, Predecessor, Insert, Delete];
13. Red-Black Trees: Red Black Tree[Insert, Delete];
15. Dynamic Programming: Rod cutting[Recursive, Top_down, Bottom_up, Print],Longest common subsequence;
16. Greedy Algorithms: Acitivity selection[Recursive, Iterative],Huffman codes;
22. Elementary Graph: Breadth-first search, Depth-first search, Topological sort, Strongly connected components;
23. Minimum Spanning Trees: Minimum spanning tree[Kruskal’s algorithm,Prim’s algorithm];
24. Single-Source Shortest Paths: The Bellman-Ford algorithm,DAG algorithm,Dijkstra’s algorithm;
25. All-pairs Shortest Paths: All-pairs Shortest paths algorithms[Slow,Faster,The Floyd-Warshall algorithm];
26. Maximum Flow: The Ford-Fulkerson algorithm;
Addition: Tower of Hanoi,N Queens Problem,Comparison of sorting algorithms;
The primary features:
You can run the pseudo-code single step or continuous, observe the change of parameters and data structures,it can help you to understand the design thought of the algorithm;
You can set breakpoints in program and ovserve the status of breakpoint, it can help you to understand why this algorithm is corrcet by using loop invariants;
With running-time function stacks and the returning positions,you can track the running process of recursive functions easily, and understand the operation mechanism of computer programs;
By recording the performed times of the pseudo-codes can help you to understand the running time of algorithms;
I wish this app can be helpful to you;
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本套数据结构与算法教程,不仅讲解了基本的数据存储结构,还讲解了经典的算法,并把它们付诸实践,解决生活中的实际问题,例如停车场管理系统、迷宫游戏、字符过滤系统等。 这套数据结构教程,最大的特点是通俗易懂,深入浅出,摒弃教条主义,不做“学院派”,以“生动有趣”的笔风来讲解每个知识点,更配有完整的 C 语言实现代码供初学者参考。 数据结构是程序设计的重要理论基础,不管你从事什么方向的软件开发,一定会用到它。
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CLRS.Helper VS.
数据结构与算法
1月 5, 2025